MIMO-OFDM系统的迭代决策导向信道估计

Wenjie Zhang, Hui Li, Bin Li
{"title":"MIMO-OFDM系统的迭代决策导向信道估计","authors":"Wenjie Zhang, Hui Li, Bin Li","doi":"10.1109/COMPCOMM.2016.7924986","DOIUrl":null,"url":null,"abstract":"In this paper, an iterative decision-directed channel estimation algorithm is proposed for multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) system. The algorithm is divided into two parts: channel prediction and channel estimation. The basic idea of the channel prediction is to use the auto-regression model and a priori information of the channel to predict channel state. Then channel state is estimated by using the channel prediction information and received signal. The simulation results show that the proposed method can increase the accuracy of the channel estimation and improve the performance of the MIMO-OFDM system. The BER of the iterative DD-CE method has almost 10% promotion when the SNR is 30 and almost 2dB improvement of estimation accuracy than traditional DDCE method.","PeriodicalId":210833,"journal":{"name":"2016 2nd IEEE International Conference on Computer and Communications (ICCC)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Iterative decision-directed channel estimation for MIMO-OFDM system\",\"authors\":\"Wenjie Zhang, Hui Li, Bin Li\",\"doi\":\"10.1109/COMPCOMM.2016.7924986\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, an iterative decision-directed channel estimation algorithm is proposed for multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) system. The algorithm is divided into two parts: channel prediction and channel estimation. The basic idea of the channel prediction is to use the auto-regression model and a priori information of the channel to predict channel state. Then channel state is estimated by using the channel prediction information and received signal. The simulation results show that the proposed method can increase the accuracy of the channel estimation and improve the performance of the MIMO-OFDM system. The BER of the iterative DD-CE method has almost 10% promotion when the SNR is 30 and almost 2dB improvement of estimation accuracy than traditional DDCE method.\",\"PeriodicalId\":210833,\"journal\":{\"name\":\"2016 2nd IEEE International Conference on Computer and Communications (ICCC)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 2nd IEEE International Conference on Computer and Communications (ICCC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/COMPCOMM.2016.7924986\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 2nd IEEE International Conference on Computer and Communications (ICCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COMPCOMM.2016.7924986","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

针对多输入多输出正交频分复用(MIMO-OFDM)系统,提出了一种迭代决策导向信道估计算法。该算法分为两个部分:信道预测和信道估计。信道预测的基本思想是利用自回归模型和信道的先验信息来预测信道状态。然后利用信道预测信息和接收到的信号估计信道状态。仿真结果表明,该方法提高了MIMO-OFDM系统信道估计的精度,提高了系统的性能。当信噪比为30时,迭代DD-CE方法的误码率比传统的DDCE方法提高了近10%,估计精度提高了近2dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Iterative decision-directed channel estimation for MIMO-OFDM system
In this paper, an iterative decision-directed channel estimation algorithm is proposed for multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) system. The algorithm is divided into two parts: channel prediction and channel estimation. The basic idea of the channel prediction is to use the auto-regression model and a priori information of the channel to predict channel state. Then channel state is estimated by using the channel prediction information and received signal. The simulation results show that the proposed method can increase the accuracy of the channel estimation and improve the performance of the MIMO-OFDM system. The BER of the iterative DD-CE method has almost 10% promotion when the SNR is 30 and almost 2dB improvement of estimation accuracy than traditional DDCE method.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Secure routing in IoT with multi-objective simulated annealing Modeling of TCM packing robot and its kinematics simulation and optimization Iterative decision-directed channel estimation for MIMO-OFDM system A systemic performance evaluation method for Residue Number System A dynamic hierarchical quotient topology model based optimal path finding algorithm in complex networks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1